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Subject is focused on getting PhD students of technological study programs familiar with mathematical modeling techniques and with the mathematical modeling applications for study, analysis, and optimization of chemical and pharmaceutical processes. Subject offers an overview of mathematical modeling techniques, as well as demonstration of implementation and application of various models.
Last update: Fialová Jana (24.04.2020)
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Students will be able to:
Last update: Fialová Jana (24.04.2020)
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Project based on development of mathematical model of specified system and successful project discussion. Last update: Fialová Jana (24.04.2020)
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R: Ingham J., Dunn I. J., Heinzle E., Přenosil J. E.: Chemical Engineering Dynamics - Modelling with PC Simulation, VCH, Wienheim 1994. A: Hickey A. J., Ganderton D: Pharmaceutical Process Engineering, Marcel Dekker 2001. A: Fogler H. S.: Elements of Reaction Engineering, Prentice Hall, New Jersey 2000. Last update: Fialová Jana (24.04.2020)
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1. Introduction to matematical models, types of models 2. Empirical and mechanistical models 3. Modeling fluid dynamics 4. Heat and mass transfer models 5. Models of complex reaction systems and heterogeneous catalytic systems 6. Models of processes involving particulate solids 7. Models optimization 8. Identification of mathematical model parameters 9. Model discrimination 10. Artificial neural networks 11. Probabilistic models Last update: Fialová Jana (24.04.2020)
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